Abstract

This paper presents a brief introduction to the nowadays most used object detection scheme. From this scheme, we highlight the two critical points of this scheme in terms of training
time, and present a variant of this scheme that solves one of these points. Our proposal is to replace the WeakLearner in the Adaboost algorithm by an evolutive method. In addition, this approach allows us to work with high dimensional feature
spaces which can not be used in the traditional scheme.